Course resource
Content Measurement Template
Working out what your content actually did, when attribution is genuinely hard.
Start with the honest part
You cannot attribute most content precisely, and pretending otherwise produces confident wrong decisions.
Someone reads three of your posts over two months, hears you mentioned once, then searches your name and buys. Your analytics will record "direct traffic" and credit nothing. This is the normal case, not the edge case.
So measure two things separately: what you can attribute, and what you can only observe.
What you can attribute
| Signal | How | Reliability |
|---|---|---|
| Link clicks with a tracking parameter | UTM tags | High for the click, low for the journey |
| Signups from a dedicated landing page | One page per campaign | High |
| Replies and DMs referencing a piece | Manual log | High, and undercounted |
| "How did you hear about us?" | Ask at signup | Medium — people misremember, but directionally useful |
| Discount or referral codes | Unique per channel | High |
What you can only observe
| Signal | What it suggests |
|---|---|
| Branded search volume rising | People are looking for you by name |
| Direct traffic rising after publishing | Attribution you cannot see |
| Inbound enquiries mentioning your topics | Your positioning is landing |
| People quoting you back to you | Real reach |
| Sales cycles shortening | Prospects arrive pre-convinced |
That last one is the most valuable and least measurable effect of good content. Track it anyway.
The tracking sheet
| Date | Piece | Channel | Reach | Clicks | Meaningful responses | Led anywhere | Time spent |
|---|---|---|---|---|---|---|---|
Meaningful responses — a reply with substance, a DM, someone quoting it — is the column that predicts business outcomes. Reach does not.
Time spent is the column everyone omits and the one that tells you whether a format is worth continuing.
UTM discipline
If you use tracking parameters, be consistent or the data is worse than none.
utm_source = where it was published (linkedin, newsletter, youtube)
utm_medium = the type (social, email, video)
utm_campaign = the piece (2026-09-pricing-post)
Lowercase, no spaces, same spelling every time. LinkedIn and linkedin become two rows in every report you ever run.
The monthly analysis
Here is my content performance for [MONTH]:
[PASTE THE TABLE]
1. Which pieces produced meaningful responses, not just reach?
2. Is there a pattern in subject, format, angle or length?
3. Which took the most time relative to what they returned?
4. Where reach was high but responses were zero, what does that suggest?
5. What should I stop doing?
Do not tell me to post more consistently or to keep experimenting.
Be specific about what the data supports.
Question 4 matters: high reach with no response usually means the piece was agreeable rather than useful. Agreement does not produce conversation.
Prediction, used carefully
Here are my last 20 pieces with their performance: [PASTE]
What features correlate with the pieces that produced meaningful responses?
Consider: topic, format, length, whether it took a position, whether it
contained a specific number, whether it described a failure.
Be honest about sample size. With 20 pieces, tell me which patterns are
plausible and which could easily be noise.
The honesty instruction matters. With twenty data points, almost nothing is statistically meaningful, and AI will happily produce confident patterns anyway.
The traps
Optimising for the measurable. Reach is easy to measure, so people optimise for it and end up writing agreeable, forgettable content that reaches many people and moves none.
Over-attributing. One post preceded a good month, so the post caused the good month. Usually it did not.
Ignoring time cost. A format with twice the engagement and four times the effort is a worse format.
Too-short horizons. Content compounds. Judging a piece after 48 hours misses most of what it does — especially anything searchable.
Chasing an outlier. One piece did unusually well. Trying to reproduce it directly usually fails; the useful question is what was true about it, not what it said.
The quarterly question
Once a quarter, ask the only question that really matters:
Is this content producing the business outcome I wanted, or am I producing content because I have a system for producing content?
If the honest answer is the second, change the channel, the audience or the format. Do not just post more.
| Quarter | Business outcome sought | Evidence it is happening | Decision |
|---|---|---|---|